--- title: "Stéphane d'Ascoli — author profile and papers · Reasoning" description: "Stéphane d'Ascoli: 3 papers on Elamur Research (2022–2023), h-index 11 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/stephane-d-ascoli/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/stephane-d-ascoli/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Stéphane d'Ascoli # Stéphane d'Ascoli Stéphane d'Ascoli has 3 papers in our library, in 2022–2023, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [François Charton](https://md.research.elamur.ai/free/en/authors/francois-charton/), [Guillaume Lample](https://md.research.elamur.ai/free/en/authors/guillaume-lample/), [Pierre-Alexandre Kamienny](https://md.research.elamur.ai/free/en/authors/pierre-alexandre-kamienny/). 3 papers in our library · 2022–2023 [OpenAlex](https://openalex.org/A5077817630) · [ORCID](https://orcid.org/0000-0002-3131-3371) · [**h-index 11**](https://openalex.org/authors/A5077817630) · [50 works](https://openalex.org/works?filter=author.id:A5077817630) · [1,412 citations](https://openalex.org/works?filter=author.id:A5077817630&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/stephane-d-ascoli/#papers) · [🔗 Cited 52 times in our library](https://md.research.elamur.ai/free/en/authors/stephane-d-ascoli/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8800](https://md.research.elamur.ai/free/en/paper-stars/page/88/#star-8800) 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=St%C3%A9phane+d%27Ascoli) · [Semantic Scholar](https://www.semanticscholar.org/search?q=St%C3%A9phane+d%27Ascoli) · [dblp](https://dblp.org/search?q=St%C3%A9phane+d%27Ascoli) · [ACL Anthology](https://aclanthology.org/search/?q=St%C3%A9phane+d%27Ascoli) ## Affiliations [🔬**École Normale Supérieure - PSL** Paris · France 2018–2025 · 16 papers](https://md.research.elamur.ai/free/en/labs/ecole-normale-superieure-psl/) · [🎓**École Polytechnique Fédérale de Lausanne** Lausanne · Switzerland 2023–2024 · 6 papers](https://md.research.elamur.ai/free/en/universities/ecole-polytechnique-federale-de-lausanne/) · [🎓**Université Paris Sciences et Lettres** Paris · France 2019–2022 · 6 papers](https://md.research.elamur.ai/free/en/universities/universite-paris-sciences-et-lettres/) · [🔬**Laboratoire de Physique de l'Ecole Normale Supérieure** Paris · France 2018–2022 · 5 papers](https://ror.org/03a26mh11) · [🏢**Meta** Menlo Park · United States 2020–2022 · 4 papers](https://md.research.elamur.ai/free/en/companies/meta/) · [🔬**Centre National de la Recherche Scientifique** Paris · France 2019–2021 · 2 papers](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 8 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 9 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Physics and Astronomy · 2 works](https://md.research.elamur.ai/free/en/shelves/physics-and-astronomy/) · [Statistical and Nonlinear Physics · 2 works](https://md.research.elamur.ai/free/en/shelves/physics-and-astronomy/statistical-and-nonlinear-physics/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Modeling and Simulation · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/modeling-and-simulation/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/stephane-d-ascoli/year/2023/) · [**2022** 2 papers](https://md.research.elamur.ai/free/en/authors/stephane-d-ascoli/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[Length Generalization in Arithmetic Transformers](https://md.research.elamur.ai/free/en/papers/jelassi-2023-length-generalization-arithmetic-transformers/)** *(2023 · 29 citations)* The paper asks whether transformers can learn integer arithmetic on short operands and still be correct on much longer ones. 2. **[Deep Symbolic Regression for Recurrent Sequences](https://md.research.elamur.ai/free/en/papers/ascoli-2022-deep-symbolic-regression-recurrent-sequences/)** *(2022 · 27 citations)* The paper tackles symbolic regression for sequences. Given the first terms of an integer or float sequence, the goal is to recover a recurrence relation u_n = f(n, earlier terms) that generates it. This is the familiar "guess the next number" puzzle from IQ tests, and earlier symbolic regression work, which targeted… 3. **[End-to-end symbolic regression with transformers](https://md.research.elamur.ai/free/en/papers/kamienny-2022-end-end-symbolic-regression-transformers/)** *(2022 · 27 citations)* Symbolic regression (SR) looks for a readable mathematical formula that reproduces observed data. Usual pipelines first guess an expression "skeleton" and then fit its constants with BFGS. Genetic programming (GP) repeats this loop many times, so it is accurate but slow. Earlier Transformer methods predicted only… ## All works 4 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. **[Régression symbolique de bout en bout avec des transformers. ↗](https://openalex.org/W4323050423) HAL (Le Centre pour la Communication Scientifique Directe) · no summary yet**Pierre-Alexandre Kamienny et al.*2022 · 37 citations* 2. [**Length Generalization in Arithmetic Transformers arXiv:2306.15400**Samy Jelassi, Stéphane d'Ascoli, Carles Domingo-Enrich, et al.*2023 · 29 citations*](https://md.research.elamur.ai/free/en/papers/jelassi-2023-length-generalization-arithmetic-transformers/) 3. [**Deep Symbolic Regression for Recurrent Sequences arXiv:2201.04600**Stéphane d'Ascoli, Pierre-Alexandre Kamienny, Guillaume Lample, et al.*2022 · 27 citations*](https://md.research.elamur.ai/free/en/papers/ascoli-2022-deep-symbolic-regression-recurrent-sequences/) 4. [**End-to-end symbolic regression with transformers arXiv:2204.10532**Pierre-Alexandre Kamienny, Stéphane d'Ascoli, Guillaume Lample, et al.*2022 · 27 citations*](https://md.research.elamur.ai/free/en/papers/kamienny-2022-end-end-symbolic-regression-transformers/) ## Co-authors here 6 co-authors with a page, the most papers together first. - [François Charton](https://md.research.elamur.ai/free/en/authors/francois-charton/) ×3 - [Guillaume Lample](https://md.research.elamur.ai/free/en/authors/guillaume-lample/) ×2 - [Pierre-Alexandre Kamienny](https://md.research.elamur.ai/free/en/authors/pierre-alexandre-kamienny/) ×2 - [Samy Jelassi](https://md.research.elamur.ai/free/en/authors/samy-jelassi/) - [Yuanzhi Li](https://md.research.elamur.ai/free/en/authors/yuanzhi-li/) - [Yuhuai Wu](https://md.research.elamur.ai/free/en/authors/yuhuai-wu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - HAL (Le Centre pour la Communication Scientifique Directe) ## Cited by Papers of our library cite their works 52 times (of the 149,439 papers whose bibliographies we read); [22 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/stephane-d-ascoli/cited-by/). Updated 3 November 2026