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pro vyhledávání: '"Cerda, Patricio"'
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers
Without any explicit cross-lingual training data, multilingual language models can achieve cross-lingual transfer. One common way to improve this transfer is to perform realignment steps before fine-tuning, i.e., to train the model to build similar r
Externí odkaz:
http://arxiv.org/abs/2306.02790
Autor:
Cerda, Patricio, Varoquaux, Gaël
Publikováno v:
IEEE Transactions on Knowledge and Data Engineering, Institute of Electrical and Electronics Engineers, pp.1-1
Statistical models usually require vector representations of categorical variables, using for instance one-hot encoding. This strategy breaks down when the number of categories grows, as it creates high-dimensional feature vectors. Additionally, for
Externí odkaz:
http://arxiv.org/abs/1907.01860
For statistical learning, categorical variables in a table are usually considered as discrete entities and encoded separately to feature vectors, e.g., with one-hot encoding. "Dirty" non-curated data gives rise to categorical variables with a very hi
Externí odkaz:
http://arxiv.org/abs/1806.00979
Publikováno v:
In Journal of Mathematical Analysis and Applications 15 November 2022 515(2)
Autor:
González-Henríquez, Carmen M., Alfaro-Cerda, Patricio A., Veliz-Silva, Diego F., Sarabia-Vallejos, Mauricio A., Terraza, Claudio A., Rodriguez-Hernandez, Juan
Publikováno v:
In Applied Surface Science 1 November 2018 457:902-913
Autor:
Cerda, Patricio1 (AUTHOR) patricio.cerda@usach.cl, Souto, Marco2 (AUTHOR), Ubilla, Pedro1 (AUTHOR)
Publikováno v:
Mathematische Nachrichten. Jan2022, Vol. 295 Issue 1, p44-57. 14p.
Publikováno v:
In Revista Española de Cirugía Oral y Maxilofacial (English Edition) July-September 2015 37(3):138-143
Publikováno v:
In Revista Española de Cirugía Oral y Maxilofacial July-September 2015 37(3):138-143
Publikováno v:
Revista Médica Clínica Las Condes; Jul/Aug2023, Vol. 34 Issue 4, p276-281, 6p
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