Papers with cross-lingual dictionaries
Unsupervised Bilingual Lexicon Induction via Latent Variable Models (D18-1)
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| Challenge: | Existing methods for generating bilingual lexicons use parallel corpora or bilingual dictionaries. |
| Approach: | They propose a model which builds cross-lingual dictionaries using latent variable models and adversarial training with no parallel corpora. |
| Outcome: | The proposed model outperforms state-of-the-art models on several language pairs and reaches competitive performance. |