BLISS in Non-Isometric Embedding Spaces

no code implementations • 27 Sep 2018 • Barun Patra, Joel Ruben Antony Moniz, Sarthak Garg, Matthew R Gormley, Graham Neubig

We then propose Bilingual Lexicon Induction with Semi-Supervision (BLISS) --- a novel semi-supervised approach that relaxes the isometric assumption while leveraging both limited aligned bilingual lexicons and a larger set of unaligned word embeddings, as well as a novel hubness filtering technique.

Bilingual Lexicon Induction Word Embeddings