The MultiGEC-2025 shared task on Multilingual Grammatical Error Correction at NLP4CALL
- Publication type
- C1
- Publication status
- Published
- Authors
- Masciolini, A., Caines, A., De Clercq, O., Kruijsbergen, J., Kurfalı, M., Muñoz Sánchez, R., Volodina, E., & Östling, R.
- Editor
- Ricardo Muñoz Sánchez, David Alfter, Elena Volodina and Jelena Kallas
- Series
- Proceedings of the 14th Workshop on Natural Language Processing for Computer Assisted Language Learning (NLP4CALL 2025)
- Pagination
- 1-33
- Publisher
- University of Tartu Library (Tallinn, Estonia)
- Conference
- 14th Workshop on Natural Language Processing for Computer Assisted Language Learning (NLP4CALL 2025) (Tallinn, Estonia)
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- (.pdf)
- View in Biblio
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Abstract
This paper reports on MultiGEC-2025, the first shared task in text-level Multilingual Grammatical Error Correction. The shared task features twelve European languages (Czech, English, Estonian, German, Greek, Icelandic, Italian, Latvian, Russian, Slovene, Swedish and Ukrainian) and is organized into two tracks, one for systems producing minimally corrected texts, thus preserving as much as possible of the original language use, and one dedicated to systems that prioritize fluency and idiomaticity. We introduce the task setup, data, evaluation metrics and baseline; present results obtained by the submitted systems and discuss key takeaways and ideas for future work.