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Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning

Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2768912526

Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning

About this item

Full title

Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning

Author / Creator

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2023-01

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

Most Transformer language models are primarily pretrained on English text, limiting their use for other languages. As the model sizes grow, the performance gap between English and other languages with fewer compute and data resources increases even further. Consequently, more resource-efficient training methods are needed to bridge the gap for lang...

Alternative Titles

Full title

Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2768912526

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2768912526

Other Identifiers

E-ISSN

2331-8422

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