Filtered Inner Product Projection for Multilingual Embedding Alignment

5 Jun 2020Vin SachidanandaZiyi YangChenguang Zhu

Due to widespread interest in machine translation and transfer learning, there are numerous algorithms for mapping multiple embeddings to a shared representation space. Recently, these algorithms have been studied in the setting of bilingual dictionary induction where one seeks to align the embeddings of a source and a target language such that translated word pairs lie close to one another in a common representation space... (read more)

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