Papers by Andrea Wen-Yi
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings (2023.emnlp-main)
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| Challenge: | XLMs can support cross-lingual transfer learning with little to no additional training data. |
| Approach: | They describe a mechanism for cross-lingual transfer learning by measuring the properties of the initial token embedding layer. |
| Outcome: | The proposed model can be used to support cross-lingual transfer learning . the initial token embedding layer is expressive and interpretable . |