Zobrazeno 1 - 10
of 345
pro vyhledávání: '"Nzeyimana, A."'
Autor:
Nzeyimana, Antoine
Morphological modeling in neural machine translation (NMT) is a promising approach to achieving open-vocabulary machine translation for morphologically-rich languages. However, existing methods such as sub-word tokenization and character-based models
Externí odkaz:
http://arxiv.org/abs/2404.02392
Autor:
Achille VC. Manirakiza, Shakuntala Baichoo, Annette Uwineza, Damas Dukundane, Francois Uwinkindi, Edouard Ngendahayo, Fidel Rubagumya, Emmanuel Muhawenimana, Nicaise Nsabimana, Innocent Nzeyimana, Theoneste Maniragaba, Faustin Ntirenganya, Ephrem Rurangwa, Pacifique Mugenzi, Janviere Mutamuliza, Daniel Runanira, Brandon A. Niyibizi, Eulade Rugengamanzi, Jeffrey Besada, Sarah M. Nielsen, Brianna Bucknor, Robert L. Nussbaum, Diane Koeller, Caroline Andrews, Leon Mutesa, Temidayo Fadelu, Timothy R. Rebbeck
Publikováno v:
npj Genomic Medicine, Vol 9, Iss 1, Pp 1-10 (2024)
Abstract Cancer genetic data from Sub-Saharan African (SSA) are limited. Patients with female breast (fBC), male breast (mBC), and prostate cancer (PC) in Rwanda underwent germline genetic testing and counseling. Demographic and disease-specific info
Externí odkaz:
https://doaj.org/article/e84d226c0a264bd4b37ba73840cae8ff
Autor:
Nzeyimana, Antoine
Despite recent availability of large transcribed Kinyarwanda speech data, achieving robust speech recognition for Kinyarwanda is still challenging. In this work, we show that using self-supervised pre-training, following a simple curriculum schedule
Externí odkaz:
http://arxiv.org/abs/2308.11863
Autor:
Nzeyimana, Antoine
This paper describes the system entered by the author to the SemEval-2023 Task 12: Sentiment analysis for African languages. The system focuses on the Kinyarwanda language and uses a language-specific model. Kinyarwanda morphology is modeled in a two
Externí odkaz:
http://arxiv.org/abs/2304.12569
Publikováno v:
Discover Water, Vol 4, Iss 1, Pp 1-17 (2024)
Abstract In response to global water scarcity and environmental degradation, one promising technique in natural plant coagulation that has gained attention in recent years is the use of Moringa oleifera a plant native to the Indian subcontinent. This
Externí odkaz:
https://doaj.org/article/8b8323712db24397b60d7482cc6ae3ca
Pre-trained language models such as BERT have been successful at tackling many natural language processing tasks. However, the unsupervised sub-word tokenization methods commonly used in these models (e.g., byte-pair encoding - BPE) are sub-optimal a
Externí odkaz:
http://arxiv.org/abs/2203.08459
Autor:
Felix Nzeyimana, Richard N. Onwonga, Fredrick O. Ayuke, George N. Chemining'wa, Nsharwasi L. Nabahungu, Joseph Bigirimana, Umuhoza K. Noella Josiane
Publikováno v:
Plant-Environment Interactions, Vol 5, Iss 2, Pp n/a-n/a (2024)
Abstract Rhizobia diversity in the rhizosphere is one of the key promoters of biological nitrogen fixation between host legumes and microsymbionts, although related complex interaction may depend on various factors. This research was intended to asse
Externí odkaz:
https://doaj.org/article/d2208008ca5246158d2394f288091298
Autor:
Jean Baptiste Niyibizi, Erigene Rutayisire, Monica Mochama, Michael Habtu, Zephanie Nzeyimana, Daniel Seifu
Publikováno v:
BMC Public Health, Vol 23, Iss 1, Pp 1-14 (2023)
Abstract Approximately 3% of all pregnancies are associated with conditions linked with disability, either mild or severe congenital diseases. This is a consequence of environmental and genetic exposures. Complications and poor management of these di
Externí odkaz:
https://doaj.org/article/7cc84355ba624fb796a3ca879d3b919f
Autor:
Uyanga, Victoria A., Bello, Semiu Folaniyi, Bosco, Nzeyimana Jean, Jimoh, Saheed O., Mbadianya, Ifunanya J., Kanu, Unisa C., Okoye, Charles O., Afriyie, Ebenezer, Mak-Mensah, Erastus, Agyenim-Boateng, Kwadwo G., Ogunyemi, Solabomi O., Nkoh, Jackson N., Olasupo, Ibraheem Olamide, Karikari, Benjamin, Ahiakpa, John K.
Publikováno v:
In Food and Humanity May 2024 2
Publikováno v:
JMIR mental health. 2018;5(4):e63
Background: Depression in people with bipolar disorder is a major cause of long-term disability, possibly leading to early mortality and currently, limited safe and effective therapies exist. A double-blinded randomized placebo-controlled trial (CEQU
Externí odkaz:
http://arxiv.org/abs/2011.05521