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Weakly Supervised Concept based Adversarial Learning for Cross lingual Word Embeddings

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Figure

Figure 1: Architecture of our concept-based multi-discriminator model. Dl word-level discriminator, Dclconcept-level discriminator.
Figure 2: Model selection criteria
Table 2: Results of bilingual lexicon induction (accuracy % P@1) for similar and distant language pairs on thedataset BLI-1
Table 3: Results of bilingual lexicon induction (accu-racy % P@1) on BLI-2 dataset, all the results of previ-ous methods come from (Artetxe et al., 2018a).
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