--- title: "Elisa Marchioro Stumpf — author profile and papers in our library" description: "Elisa Marchioro Stumpf: 2 papers on Elamur Research (2026), h-index 2 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/elisa-marchioro-stumpf/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/elisa-marchioro-stumpf/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Elisa Marchioro Stumpf # Elisa Marchioro Stumpf Elisa Marchioro Stumpf has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Dennis Giovani Balreira](https://md.research.elamur.ai/free/en/authors/dennis-giovani-balreira/), [Rafael Oleques Nunes](https://md.research.elamur.ai/free/en/authors/rafael-oleques-nunes/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5020140179) · [ORCID](https://orcid.org/0000-0002-9080-0903) · [**h-index 2**](https://openalex.org/authors/A5020140179) · [26 works](https://openalex.org/works?filter=author.id:A5020140179) · [11 citations](https://openalex.org/works?filter=author.id:A5020140179&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/elisa-marchioro-stumpf/#papers) · [⭐ Paper Stars ranking: #13529](https://md.research.elamur.ai/free/en/paper-stars/page/136/#star-13529) 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=Elisa+Marchioro+Stumpf) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Elisa+Marchioro+Stumpf) · [dblp](https://dblp.org/search?q=Elisa+Marchioro+Stumpf) · [ACL Anthology](https://aclanthology.org/search/?q=Elisa+Marchioro+Stumpf) ## Affiliations [🎓**Universidade Federal do Rio Grande do Sul** Porto Alegre · Brazil 2011–2025 · 9 papers](https://md.research.elamur.ai/free/en/universities/universidade-federal-do-rio-grande-do-sul/) · [🎓**Universidade Federal de Pelotas** Pelotas · Brazil 2020–2021 · 4 papers](https://ror.org/05msy9z54) · [🎓**Universidade de Caxias do Sul** Caxias do Sul · Brazil 2008–2019 · 2 papers](https://ror.org/05rpzs058) 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).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Management Science and Operations Research · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/management-science-and-operations-research/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Type–token ratio · 1 work](https://md.research.elamur.ai/free/en/concepts/type-token-ratio/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/elisa-marchioro-stumpf/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[CorSpell: Introducing a Semiautomatic Tool for Spelling Normalization in Brazilian Portuguese](https://md.research.elamur.ai/free/en/papers/schoffen-2026-corspell-introducing-semiautomatic-tool-spelling/)** *(2026)* Learner and exam texts contain many non-standard spellings. These variants disrupt tokenization and POS tagging and skew frequency-based measures such as lexical diversity. The authors faced this problem with CorCel, a corpus of roughly 15,000 typed and proofread written responses from Celpe-Bras, Brazil's official… 2. **[Using machine learning and large language models for the automatic assessment of Celpe-Bras exam texts (Uso de técnicas de Aprendizado de Máquina e Modelos de Língua de Larga Escala para avaliação automática de textos do exame Celpe-Bras)](https://md.research.elamur.ai/free/en/papers/nunes-2026-uso-de-tecnicas-de-aprendizado/)** *(2026)* The paper tackles automated essay scoring (AES) for the written part of Celpe-Bras, Brazil's official proficiency exam in Portuguese as an additional language. ## Co-authors here 2 co-authors with a page, the most papers together first. - [Dennis Giovani Balreira](https://md.research.elamur.ai/free/en/authors/dennis-giovani-balreira/) ×2 - [Rafael Oleques Nunes](https://md.research.elamur.ai/free/en/authors/rafael-oleques-nunes/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/): [LREC 2026](https://md.research.elamur.ai/free/en/venues/lrec/2026/) - [International Conference on Computational Processing of Portuguese](https://md.research.elamur.ai/free/en/venues/propor/): [International Conference on Computational Processing of Portuguese 2026](https://md.research.elamur.ai/free/en/venues/propor/2026/) Updated 1 November 2026