Analyzing a Discriminative Latent-Variable Model for Bilingual Lexicon Induction

The author introduces a novel discriminative latent-variable model for bilingual lexicon induction, combining prior knowledge with representation-based approaches. The approach outperforms previous methods by improving the quality of induced bilingual lexicons.