Papers by Fumika Isono
Linear Cross-Lingual Mapping of Sentence Embeddings (2024.findings-acl)
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| Challenge: | Existing studies show that a sentence has less ambiguity than a single word . if the word semantics is changed in translation, then a better translation is possible. |
| Approach: | They propose a linear cross-lingual mapping to improve multilingual embeddings . they also consider deviation from orthogonality conditions as a measure of deficiency . |
| Outcome: | The proposed method improves the multilingual embeddings by allowing for a linear cross-lingual mapping. |