--- title: "Rian Touchent — author profile and papers — Elamur Research" description: "Rian Touchent, Institut national de recherche en sciences et technologies du numérique: 3 papers on Elamur Research (2026), h-index 1…" canonical: "https://research.elamur.ai/free/en/authors/rian-touchent/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/rian-touchent/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Rian Touchent # Rian Touchent Rian Touchent has 3 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Knowledge graphs & ontologies](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/); often with [Éric Villemonte De La Clergerie](https://md.research.elamur.ai/free/en/authors/eric-villemonte-de-la-clergerie/), [Nathan Godey](https://md.research.elamur.ai/free/en/authors/nathan-godey/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5092355682) · [**h-index 1**](https://openalex.org/authors/A5092355682) · [17 works](https://openalex.org/works?filter=author.id:A5092355682) · [8 citations](https://openalex.org/works?filter=author.id:A5092355682&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/rian-touchent/#papers) · [🔗 Cited 43 times in our library](https://md.research.elamur.ai/free/en/authors/rian-touchent/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11846](https://md.research.elamur.ai/free/en/paper-stars/page/119/#star-11846) 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=Rian+Touchent) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Rian+Touchent) · [dblp](https://dblp.org/search?q=Rian+Touchent) · [ACL Anthology](https://aclanthology.org/search/?q=Rian+Touchent) ## Affiliations [🔬**ALMANACH: Modélisation et analyse linguistique automatique et humanités computationnelles** Paris · France 2023–2026 · 10 papers*current*](https://md.research.elamur.ai/free/en/labs/almanach-modelisation-et-analyse-linguistique-automatique-et-humanites/) · [🔬**Institut national de recherche en sciences et technologies du numérique** Le Chesnay-Rocquencourt · France 2023–2026 · 9 papers*current*](https://md.research.elamur.ai/free/en/labs/institut-national-de-recherche-en-sciences-et-technologies-du-numerique/) · [🎓**Sorbonne Université** Paris · France 2024–2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/sorbonne-universite/) · [🔬**Sorbonne Paris Cité** Paris · France 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/labs/sorbonne-paris-cite/) 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 8 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Biochemistry, Genetics and Molecular Biology · 2 works](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Molecular Biology · 2 works](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Knowledge graphs & ontologies · 1 work](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/rian-touchent/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Biomed-Enriched: Data-Efficient Biomedical Pretraining via Paragraph-Level Annotation](https://md.research.elamur.ai/free/en/papers/touchent-2026-biomed-enriched-data-efficient-biomedical/)** *(2026)* Scientific articles in PubMed Central are internally uneven. Clinical case descriptions and pedagogical review passages appear alongside methods boilerplate and low-information text. Filtering whole documents, as FineWeb-Edu does for web pages, therefore throws away useful material. The authors instead label PMC Open… 2. **[Don't Want Your LLM to Recommend Nuclear Strike? Try Asking It in Japanese](https://md.research.elamur.ai/free/en/papers/touchent-2026-don-t-want-your-llm/)** *(2026)* The study asks whether the language of a prompt alone can shift an LLM's choice in a high-stakes strategic decision. 3. **[OntoBook: Ontology-Grounded Synthetic Textbooks for Medical Encoder Pretraining](https://md.research.elamur.ai/free/en/papers/touchent-2026-ontobook-ontology-grounded-synthetic-textbooks/)** *(2026)* Medical coding means mapping clinical documents to codes such as CIM-10 diagnoses, CCAM procedures and ATC drugs. ## All works 8 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[CamemBERT 2.0: A Smarter French Language Model Aged to Perfection ↗](https://arxiv.org/abs/2411.08868) arXiv:2411.08868 · no summary yet**Wissam Antoun et al.*2024 · 19 citations* 2. **[CamemBERT-bio: Leveraging Continual Pre-training for Cost-Effective Models on French Biomedical Data ↗](https://aclanthology.org/2024.lrec-main.241/) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yet**Rian Touchent, Éric de la Clergerie*2024 · 15 citations* 3. **[CamemBERT-bio : Un modèle de langue français savoureux et meilleur pour la santé ↗](https://aclanthology.org/2023.jeptalnrecital-long.25/) Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles (TALN), volume 1 : travaux de recherche originaux – articles longs · no summary yet**Rian Touchent, Laurent Romary, Eric De La Clergerie*2023 · 12 citations* 4. **[Gaperon: A Peppered English-French Generative Language Model Suite ↗](https://aclanthology.org/2026.findings-acl.1955/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Nathan Godey et al.*2026 · 5 citations* 5. **[Biomed-Enriched: Data-Efficient Biomedical Pretraining via Paragraph-Level Annotation](https://md.research.elamur.ai/free/en/papers/touchent-2026-biomed-enriched-data-efficient-biomedical/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Rian Touchent, Nathan Godey, Éric Villemonte de la Clergerie*2026* 6. **[Don't Want Your LLM to Recommend Nuclear Strike? Try Asking It in Japanese](https://md.research.elamur.ai/free/en/papers/touchent-2026-don-t-want-your-llm/) [Workshop on Trustworthy NLP](https://md.research.elamur.ai/free/en/venues/trustnlp/)**Rian Touchent*2026* 7. **[OntoBook: Ontology-Grounded Synthetic Textbooks for Medical Encoder Pretraining](https://md.research.elamur.ai/free/en/papers/touchent-2026-ontobook-ontology-grounded-synthetic-textbooks/) [Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26](https://md.research.elamur.ai/free/en/venues/kallm/)**Rian Touchent, Éric de la Clergerie*2026* 8. **[Passe ta pharma d'abord ! ↗](https://aclanthology.org/2023.jeptalnrecital-deft.7/) Actes de CORIA-TALN 2023. Actes du Défi Fouille de Textes@TALN2023 · no summary yet**Simon Meoni, Rian Touchent, Eric De La Clergerie*2023* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Éric Villemonte De La Clergerie](https://md.research.elamur.ai/free/en/authors/eric-villemonte-de-la-clergerie/) ×2 - [Nathan Godey](https://md.research.elamur.ai/free/en/authors/nathan-godey/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - [Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26](https://md.research.elamur.ai/free/en/venues/kallm/): [Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26 2026](https://md.research.elamur.ai/free/en/venues/kallm/2026/) - [Workshop on Trustworthy NLP](https://md.research.elamur.ai/free/en/venues/trustnlp/): [Workshop on Trustworthy NLP 2026](https://md.research.elamur.ai/free/en/venues/trustnlp/2026/) - Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles (TALN), volume 1 : travaux de recherche originaux – articles longs - Actes de CORIA-TALN 2023. Actes du Défi Fouille de Textes@TALN2023 - Findings of the Association for Computational Linguistics: ACL 2026 - Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) ## Cited by Papers of our library cite their works 43 times (of the 149,439 papers whose bibliographies we read); [7 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/rian-touchent/cited-by/). Updated 1 November 2026