Wiktor Kamzela
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Wiktor Kamzela has a total of 2 co-authors. Here are the top co-authors by number of shared publications:
- Mateusz Lango
Faculty of Mathematics and Physics Charles University Prague Czechia
3 shared publications - Ondřej Dušek
Faculty of Mathematics and Physics Charles University Prague Czechia
3 shared publications
Latest Publications
- Open Access
SRS-Stories: Vocabulary-constrained multilingual story generation for language learning
In this paper, we use large language models to generate personalized stories for language learners, using only the vocabulary they know. The generated texts are specifically written to teach the user new vocabulary by simply reading stories where it appears in context, while at the same time seamlessly reviewing recently learned vocabulary. The generated stories are enjoyable to read and the vocabulary reviewing/learning is optimized by a Spaced Repetition System. The experiments are conducted in three languages: English, Chinese and Polish, evaluating three story generation methods and three strategies for enforcing lexical constraints. The results show that the generated stories are more grammatical, coherent, and provide better examples of word usage than texts generated by the standard constrained beam search approach
Open AccessSRS-Stories: Vocabulary-constrained multilingual story generation for language learning
In this paper, we use large language models to generate personalized stories for language learners, using only the vocabulary they know. The generated texts are specifically written to teach the user new vocabulary by simply reading stories where it appears in context, while at the same time seamlessly reviewing recently learned vocabulary. The generated stories are enjoyable to read and the vocabulary reviewing/learning is optimized by a Spaced Repetition System. The experiments are conducted in three languages: English, Chinese and Polish, evaluating three story generation methods and three strategies for enforcing lexical constraints. The results show that the generated stories are more grammatical, coherent, and provide better examples of word usage than texts generated by the standard constrained beam search approach
- Open Access
- 1 January 2025
- Published by Association for Computational Linguistics (ACL)
- p. 630-645
SRS-Stories: Vocabulary-constrained multilingual story generation for language learning
Wiktor Kamzela, Mateusz Lango, Ondrej Dusek. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track. 2025.
- 1 January 2025
- Published by Association for Computational Linguistics (ACL)
- p. 630-645
Open AccessSRS-Stories: Vocabulary-constrained multilingual story generation for language learning
Wiktor Kamzela, Mateusz Lango, Ondrej Dusek. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track. 2025.
- Open Access
- 1 January 2025
- Published by Association for Computational Linguistics (ACL)
- p. 469-487
You are an LLM teaching a smaller model everything you know: Multi-task pretraining of language models with LLM-designed study plans
Wiktor Kamzela, Mateusz Lango, Ondrej Dusek. Proceedings of the First BabyLM Workshop. 2025.
- 1 January 2025
- Published by Association for Computational Linguistics (ACL)
- p. 469-487
Open AccessYou are an LLM teaching a smaller model everything you know: Multi-task pretraining of language models with LLM-designed study plans
Wiktor Kamzela, Mateusz Lango, Ondrej Dusek. Proceedings of the First BabyLM Workshop. 2025.