Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2022
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| Subjects: | |
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| _version_ | 1866916258047328256 |
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| author | Kim, Wooyoung Jo, Chaerin Kim, Minjung Kim, Wooju |
| author_facet | Kim, Wooyoung Jo, Chaerin Kim, Minjung Kim, Wooju |
| contents | As for multilingual language models, it is important to select languages for training because of the curse of multilinguality. It is known that using languages with similar language structures is effective for cross lingual transfer learning. However, we demonstrate that using agglutinative languages such as Korean is more effective in cross lingual transfer learning. This is a great discovery that will change the training strategy of cross lingual transfer learning. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2204_03831 |
| institution | arXiv |
| publishDate | 2022 |
| record_format | arxiv |
| spellingShingle | Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning Kim, Wooyoung Jo, Chaerin Kim, Minjung Kim, Wooju Computation and Language As for multilingual language models, it is important to select languages for training because of the curse of multilinguality. It is known that using languages with similar language structures is effective for cross lingual transfer learning. However, we demonstrate that using agglutinative languages such as Korean is more effective in cross lingual transfer learning. This is a great discovery that will change the training strategy of cross lingual transfer learning. |
| title | Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning |
| topic | Computation and Language |
| url | https://arxiv.org/abs/2204.03831 |