Papers with Rosita
Polyglot Contextual Representations Improve Crosslingual Transfer (N19-1)
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| Challenge: | Existing methods for crosslingual transfer use multilingual word embeddings, but contextual word representations are not yet available. |
| Approach: | They propose a method to produce multilingual contextual word representations by training a single language model on text from multiple languages. |
| Outcome: | The proposed method compares model models to monolingual and non-contextual variants and shows that polyglot learning can be beneficial for multilingual representations. |