黏着语对跨语言迁移学习的奇妙影响
Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning
AI总结:
本文发现使用黏着语(如韩语)比使用结构相似语言更能提升跨语言迁移学习效果,将改变训练策略。
摘要:
对于多语言语言模型而言,由于多语言诅咒,选择训练语言至关重要。已知使用语言结构相似的语言对跨语言迁移学习有效。然而,我们证明使用诸如韩语等黏着语在跨语言迁移学习中更为有效。这一重大发现将改变跨语言迁移学习的训练策略。
英文摘要:
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.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。