Bridging Applied Experience and Research Contexts in Ukrainian NLP Education

Yurii Paniv, Viktoriia Makovska


Abstract
We present an open, bachelor-level Natural Language Processing (NLP) course developed at Ukrainian Catholic University and delivered in Ukrainian. The course addresses several challenges in NLP education: adapting predominantly English-centric materials to a different linguistic and cultural context, supporting students with heterogeneous technical backgrounds, and balancing foundational theory with industry-relevant skills. All course materials, including lecture slides, notebooks, video recordings, and assignments, are publicly available. We describe our pedagogical design choices, focusing on culturally adapted tasks, integrated ethics, project-based assessment, and continuous student feedback. Our experience demonstrates that it is feasible to build a comprehensive and modern NLP curriculum from scratch in a non-English context, even when instructors come primarily from industry backgrounds.
Anthology ID:
2026.teachingnlp-1.12
Volume:
Proceedings of the Seventh Workshop on Teaching Natural Language Processing (TeachNLP 2026)
Month:
March
Year:
2026
Address:
Rabat, Morocco
Editors:
Matthias Aßenmacher, Laura Biester, Claudia Borg, György Kovács, Margot Mieskes, Sofia Serrano
Venues:
TeachingNLP | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
78–83
Language:
URL:
https://preview.aclanthology.org/ingest-eacl/2026.teachingnlp-1.12/
DOI:
Bibkey:
Cite (ACL):
Yurii Paniv and Viktoriia Makovska. 2026. Bridging Applied Experience and Research Contexts in Ukrainian NLP Education. In Proceedings of the Seventh Workshop on Teaching Natural Language Processing (TeachNLP 2026), pages 78–83, Rabat, Morocco. Association for Computational Linguistics.
Cite (Informal):
Bridging Applied Experience and Research Contexts in Ukrainian NLP Education (Paniv & Makovska, TeachingNLP 2026)
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PDF:
https://preview.aclanthology.org/ingest-eacl/2026.teachingnlp-1.12.pdf