Elisa Marchioro Stumpf
Elisa Marchioro Stumpf has 2 papers in our library, in 2026, most of them on Language models & pretraining; often with Dennis Giovani Balreira, Rafael Oleques Nunes.
OpenAlex · ORCID · h-index 2 · 26 works · 11 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workDecision Sciences · 1 workLanguage and Linguistics · 1 workManagement Science and Operations Research · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Type–token ratio · 1 work
Works by year
2020s
Papers
- CorSpell: Introducing a Semiautomatic Tool for Spelling Normalization in Brazilian Portuguese (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… - 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) (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
Venues
- Language Resources and Evaluation Conference (LREC): LREC 2026
- International Conference on Computational Processing of Portuguese: International Conference on Computational Processing of Portuguese 2026
Updated
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