Independent research and development towards Kinyarwanda Language Technology
Publications
2024
Antoine Nzeyimana. 2024. Low-resource neural machine translation with morphological modeling. In Findings of the Association for Computational Linguistics: NAACL 2024, pages 182–195, Mexico City, Mexico. Association for Computational Linguistics.
Antoine Nzeyimana. 2024. Improving Kinyarwanda Speech Recognition via Semi-Supervised Learning. In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 10701-10705). IEEE.
2023
Antoine Nzeyimana. 2023. KinSPEAK: Improving speech recognition for Kinyarwanda via semi-supervised learning methods. arXiv preprint arXiv:2308.11863.
Antoine Nzeyimana. 2023. KINLP at SemEval-2023 Task 12: Kinyarwanda Tweet Sentiment Analysis. In Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023), pages 718–723, Toronto, Canada. Association for Computational Linguistics.
2022
Antoine Nzeyimana and Andre Niyongabo Rubungo. 2022. KinyaBERT: a Morphology-aware Kinyarwanda Language Model. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 5347–5363, Dublin, Ireland. Association for Computational Linguistics.
2020
Antoine Nzeyimana. 2020. Morphological disambiguation from stemming data. In Proceedings of the 28th International Conference on Computational Linguistics, pages 4649–4660, Barcelona, Spain (Online). International Committee on Computational Linguistics.