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Multilingual pretraining has been a successful solution to the challenges posed by the lack of resources for languages. These models can transfer knowledge to target languages with minimal or no examples. Recent research suggests that monolingual mod
Externí odkaz:
http://arxiv.org/abs/2404.08191
The zero-shot cross-lingual ability of models pretrained on multilingual and even monolingual corpora has spurred many hypotheses to explain this intriguing empirical result. However, due to the costs of pretraining, most research uses public models
Externí odkaz:
http://arxiv.org/abs/2209.11035
Autor:
de Andrade Nunes, João Paulo, Asensio, Luis Alberto Bermejo, Sfair, Julia Caram, Chaves, Raquel Bruna, de Sousa, José Batista, da Costa Vieira, Ivinna Kariny, de Oliveira Furtado de Souza, Leandro, Baldauf, Cristina
Publikováno v:
In Science of the Total Environment 10 October 2024 946
Pretrained multilingual models have become a de facto default approach for zero-shot cross-lingual transfer. Previous work has shown that these models are able to achieve cross-lingual representations when pretrained on two or more languages with sha
Externí odkaz:
http://arxiv.org/abs/2109.01942
Autor:
Rosa, Guilherme Moraes, Bonifacio, Luiz Henrique, de Souza, Leandro Rodrigues, Lotufo, Roberto, Nogueira, Rodrigo
An effective method for cross-lingual transfer is to fine-tune a bilingual or multilingual model on a supervised dataset in one language and evaluating it on another language in a zero-shot manner. Translating examples at training time or inference t
Externí odkaz:
http://arxiv.org/abs/2105.06813
Autor:
Alves de Souza, Leandro1 leandro.alves@discente.ufma.br, Cavalcante Júnior, Natal Borges1 natal.junior@discente.ufma.br, Lima Hunaldo, Virlane Kelly1 virlane.kelly@ufma.br, dos Santos, Letícia Nunes1 nunes.leticia@discente.ufma.br, Hunaldo dos Santos, Leonardo1 leonardo.hunaldo@ufma.br, Macedo Costa, José de Ribamar1 macedo.jose@ufma.br
Publikováno v:
Brazilian Journal of Production Engineering / Revista Brasileira de Engenharia de Produção. jan-mar2024, Vol. 10 Issue 1, p1-11. 11p.
Autor:
de Souza, Leandro Cândido, Mazzu-Nascimento, Thiago, de Almeida Ballestero, Jaqueline Garcia, de Oliveira, Ricardo Santos, Ballestero, Matheus
Publikováno v:
In World Neurosurgery: X July 2023 19
Autor:
Eveline Ferreira Soares, Claudir José Basso, Mateus Júnior Rodrigues Sangiovo, Eduarda Vargas de Souza Leandro, Diógenes Cecchin Silveira, Thainá Fogliatto Moreira
Publikováno v:
Bioscience Journal, Vol 39, Pp e39097-e39097 (2023)
The use of poultry litter as a source of nitrogen (N) and the decomposition of ground cover plants can be an alternative and N management strategy in the wheat crop, in succession. Therefore, the objective of this study was to evaluate the effect of
Externí odkaz:
https://doaj.org/article/db589a6d4be949c18967b3253c59bbad
Autor:
Obregon, Dasiel, Mafa-Attoye, Tolulope G., Baskerville, Megan, Mitter, Eduardo K., de Souza, Leandro Fonseca, Oelbermann, Maren, Thevathasan, Naresh V., Tsai, Siu Mui, Dunfield, Kari E.
Publikováno v:
In Science of the Total Environment 20 April 2023 870
Publikováno v:
In International Journal of Thermal Sciences February 2023 184